Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18911887 | MULTIMODAL ANALYSIS FOR CONTENT ITEM SEMANTIC RETRIEVAL AND IDENTIFICATION | October 2024 | March 2026 | Allow | 17 | 1 | 0 | Yes | No |
| 18817572 | SYSTEMS AND METHODS FOR AUDIT MONITORING | August 2024 | November 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18794253 | Composite Model Analysis of Time Series Data Having Irregular Trends for Anomaly Detection | August 2024 | February 2026 | Allow | 18 | 2 | 0 | No | No |
| 18755173 | INTELLIGENT SYSTEM FOR SCALABLE NETWORK DATA TRANSMISSION | June 2024 | August 2025 | Allow | 14 | 1 | 0 | No | No |
| 18654827 | ALERT-BASED LEARNING FOR MULTI-DIMENSIONAL DATA PROCESSING | May 2024 | August 2025 | Allow | 16 | 1 | 0 | No | No |
| 18585431 | ATOMIC AND INCREMENTAL TARGET STATE DEFINITIONS FOR DATABASE ENTITIES | February 2024 | October 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18426335 | AUGMENTED FOLLOW PROBABILITY FOR SOCIAL NETWORKING SYSTEM FOLLOW RECOMMENDATIONS | January 2024 | May 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18414703 | AI-ENHANCED, USER PROGRAMMABLE, SOCIALLY NETWORKED SYSTEM | January 2024 | September 2024 | Allow | 8 | 1 | 0 | No | No |
| 18403946 | CACHING STRATEGY BASED ON MODEL EXECUTION TIME | January 2024 | June 2025 | Allow | 18 | 2 | 0 | Yes | Yes |
| 18563627 | TREE-BASED DATA STRUCTURE | November 2023 | April 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18561027 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | November 2023 | March 2026 | Allow | 28 | 2 | 0 | Yes | No |
| 18389476 | METADATA REFRESHMENT FOR A WEB SERVICE | November 2023 | October 2025 | Allow | 23 | 3 | 0 | Yes | No |
| 18497877 | TECHNIQUES FOR MAINTAINING SNAPSHOT KEY CONSISTENCY INVOLVING GARBAGE COLLECTION DURING FILE SYSTEM CROSS-REGION REPLICATION | October 2023 | August 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18495862 | PROTECTING CLOUD SYSTEMS USING REQUEST SCORES | October 2023 | May 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18494917 | EXTRACT, TRANSFORM, LOAD MONITORING PLATFORM | October 2023 | November 2024 | Allow | 12 | 0 | 0 | No | No |
| 18494290 | VALIDATING CODE FOR AN EXTRACT, TRANSFORM, AND LOAD PROCESS | October 2023 | July 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18486051 | Processing Natural Language Network Queries | October 2023 | August 2025 | Allow | 22 | 3 | 0 | Yes | No |
| 18480348 | DATA QUERY METHOD AND APPARATUS FOR ADJUSTING DATA LOADING TO REDUCE QUERY LATENCY | October 2023 | April 2025 | Allow | 19 | 2 | 0 | No | No |
| 18471117 | SYSTEMS AND METHODS FOR DATA INGESTION FOR SUPPLY CHAIN OPTIMIZATION | September 2023 | December 2025 | Allow | 27 | 1 | 0 | No | No |
| 18466155 | EXECUTING OF LOCK MANAGEMENT FUNCTIONS TO UPDATING LOCK STATE DATA OF A DATABASE SYSTEM | September 2023 | February 2025 | Allow | 17 | 2 | 0 | No | No |
| 18243755 | Efficient Data Backup In A Distributed Storage System | September 2023 | September 2024 | Allow | 12 | 1 | 0 | No | No |
| 18360059 | FIRST COMMUNICATION DEVICE AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING COMPUTER-READABLE INSTRUCTIONS FOR SECOND COMMUNICATION DEVICE | July 2023 | September 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18354110 | INDEX JOIN QUERY OPTIMIZATION | July 2023 | December 2024 | Allow | 17 | 1 | 0 | No | No |
| 18218278 | DYNAMICALLY SELECTING AMONG LEARNED AND NON-LEARNED INDEXES FOR DATA ACCESS | July 2023 | November 2024 | Allow | 16 | 1 | 0 | No | No |
| 18218395 | METHOD AND A SERVER FOR GENERATING A MACHINE LEARNING MODEL | July 2023 | March 2025 | Allow | 20 | 2 | 0 | No | Yes |
| 18218307 | Virtual File System For Transactional Data Access And Management | July 2023 | May 2025 | Allow | 22 | 3 | 0 | Yes | No |
| 18341733 | Synchronized Snapshot in Synchronous replication | June 2023 | December 2025 | Allow | 30 | 2 | 0 | No | No |
| 18321189 | Searching Remote Data in an Observability Pipeline System | May 2023 | July 2025 | Allow | 26 | 3 | 0 | No | No |
| 18317852 | HANDLING EARLY EXIT IN A PIPELINED QUERY EXECUTION ENGINE VIA BACKWARD PROPAGATION OF EARLY EXIT INFORMATION | May 2023 | September 2025 | Allow | 28 | 4 | 0 | Yes | No |
| 18310177 | OPTIMIZING AN OPERATOR FLOW FOR PERFORMING AGGREGATION VIA A DATABASE SYSTEM | May 2023 | February 2026 | Allow | 33 | 3 | 0 | No | Yes |
| 18140192 | Systems for Resolving Conflicts in Collaborative Digital Content Editing | April 2023 | June 2025 | Allow | 26 | 4 | 0 | Yes | No |
| 18137682 | APPARATUS AND METHOD FOR DATA FAULT DETECTION AND REPAIR | April 2023 | November 2024 | Allow | 19 | 5 | 0 | Yes | No |
| 18194516 | IN-VEHICLE CAPABILITY DETERMINING SYSTEM AND METHOD OF USING | March 2023 | July 2025 | Allow | 27 | 4 | 0 | Yes | No |
| 18121997 | MACHINE-LEARNING BASED AUTOMATED DOCUMENT INTEGRATION INTO GENEALOGICAL TREES | March 2023 | August 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18110641 | REPORT MANAGEMENT SYSTEM | February 2023 | September 2025 | Allow | 31 | 4 | 0 | Yes | Yes |
| 18109777 | System and Method for Location Domain Name Service | February 2023 | January 2025 | Allow | 23 | 1 | 0 | No | No |
| 18167724 | MULTIMODAL ANALYSIS FOR CONTENT ITEM SEMANTIC RETRIEVAL AND IDENTIFICATION | February 2023 | July 2024 | Allow | 17 | 1 | 0 | No | No |
| 18107611 | Method and apparatus for proving information based on image | February 2023 | April 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18107044 | DATA CONVERTING DEVICE AND METHOD | February 2023 | January 2025 | Abandon | 23 | 2 | 0 | No | No |
| 18107424 | METHOD FOR RECOVERING DATABASE FILE IN ELECTRONIC DEVICE | February 2023 | February 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 18162364 | METADATA-BASED QUERY REWRITING | January 2023 | September 2024 | Allow | 20 | 2 | 0 | No | No |
| 18162525 | DATABASE RECOVERY USING A CLOUD-BASED STORAGE SYSTEM | January 2023 | March 2026 | Abandon | 37 | 2 | 0 | Yes | Yes |
| 18005969 | HBASE ONLINE MERGING | January 2023 | April 2025 | Allow | 27 | 2 | 0 | No | No |
| 18045336 | Methods and Systems for Clustering of Repair Orders Based on Inferences Gathered from Repair Orders | October 2022 | December 2023 | Allow | 14 | 0 | 0 | No | No |
| 17937190 | MACHINE LEARNING TECHNIQUES FOR HIERARCHICAL-WORKFLOW RISK SCORE PREDICTION USING MULTI-PARTY COMMUNICATION DATA | September 2022 | April 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17936967 | SELECTIVELY APPLYING A REPLICATION LOG FOR LOGICAL DATABASE REPLICA CREATION | September 2022 | February 2024 | Allow | 16 | 1 | 0 | No | No |
| 17911144 | INFORMATION MANAGEMENT METHOD, INFORMATION MANAGEMENT PROGRAM, AND INFORMATION MANAGEMENT DEVICE | September 2022 | October 2023 | Allow | 13 | 0 | 0 | No | No |
| 17820970 | MIGRATION AND VALIDATION OF DATA FROM TABULAR STRUCTURES TO NON-RELATIONAL DATA STORES | August 2022 | February 2025 | Allow | 30 | 4 | 0 | Yes | No |
| 17818632 | GENERATING RESPONSES TO REAL-TIME USER EVENTS UTILIZING USER PROFILE ATTRIBUTES AND A USER'S JOURNEY STATE OF AN EXPERIENCE JOURNEY | August 2022 | March 2025 | Allow | 31 | 5 | 0 | Yes | No |
| 17792331 | INFORMATION PRESENTING METHOD, RECORDING MEDIUM, INFORMATION PRESENTING SYSTEM, AND TERMINAL DEVICE FOR DETERMINING AND PRESENTING A RECOMMENDED MEAL TO A USER | July 2022 | December 2024 | Abandon | 29 | 2 | 0 | Yes | No |
| 17855933 | SYSTEM AND METHOD FOR UNIVERSAL FORMAT DRIVEN DATA TRANSFORMATION AND KEY FLEX FIELDS IN AN ANALYTIC APPLICATIONS ENVIRONMENT | July 2022 | March 2024 | Allow | 21 | 2 | 0 | No | No |
| 17853626 | DOMAIN EXPLORATION USING SPARSE GRAPHS | June 2022 | March 2026 | Allow | 44 | 1 | 0 | Yes | No |
| 17843268 | Efficient Data Backup In A Distributed Storage System | June 2022 | June 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17842280 | METHOD OF CRAWLING WEBSITE BY BYPASSING BOT DETECTION | June 2022 | August 2025 | Allow | 38 | 4 | 0 | Yes | No |
| 17728775 | Protecting Sensitive Data In Snapshots | April 2022 | August 2023 | Allow | 16 | 1 | 0 | No | No |
| 17708140 | METHOD AND SYSTEM FOR PERFORMING A ROLLING BACKUP WITHIN A BACKUP WINDOW | March 2022 | October 2023 | Allow | 19 | 1 | 0 | No | No |
| 17654933 | UTILIZING A GRAPH NEURAL NETWORK TO GENERATE VISUALIZATION AND ATTRIBUTE RECOMMENDATIONS | March 2022 | June 2024 | Allow | 27 | 3 | 0 | Yes | No |
| 17691447 | FAILURE HINTING FOR SITE PREPARATION IN MULTI-SITE DATA REPLICATION ENVIRONMENT | March 2022 | October 2025 | Abandon | 43 | 4 | 0 | Yes | Yes |
| 17588444 | AUTOMATIC ESTIMATION OF COMPUTING RESOURCES FOR AUTO-DISCOVERY | January 2022 | November 2024 | Allow | 34 | 4 | 0 | Yes | No |
| 17588022 | SYSTEMS AND METHODS FOR ONLINE ADAPTATION FOR CROSS-DOMAIN STREAMING DATA | January 2022 | October 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17581407 | AGGREGATING ACTIVITY DATA FOR MULTIPLE USERS | January 2022 | August 2025 | Abandon | 42 | 6 | 0 | Yes | No |
| 17558458 | TIME SERIES PREDICTION METHOD FOR GRAPH STRUCTURE DATA | December 2021 | August 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17491160 | SYSTEM AND METHOD FOR CREATING SHARED EXPERIENCES NETWORKS | September 2021 | October 2023 | Abandon | 24 | 1 | 0 | No | No |
| 17479851 | TECHNIQUES FOR PERFORMING LIFECYCLE OPERATIONS ON A DATA STORE | September 2021 | October 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17468345 | Categorizing and Recommending Content Through Multi-Dimensional Explicit User Feedback | September 2021 | September 2025 | Allow | 48 | 7 | 0 | Yes | No |
| 17459512 | SYSTEM AND METHOD FOR PREDICTION OF GEO-COORDINATES FOR A GEOGRAPHICAL ELEMENT | August 2021 | March 2024 | Abandon | 31 | 1 | 0 | No | No |
| 17385105 | CONTINUOUSLY GENERALIZED ORDINAL REGRESSION | July 2021 | March 2023 | Allow | 20 | 3 | 0 | Yes | Yes |
| 17384857 | LOOKUP AND RELATIONSHIP CACHES FOR DYNAMIC FETCHING | July 2021 | February 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17384686 | SYSTEM AND METHOD TO AUTOMATICALLY RECOMMEND AND ADAPT A TREATMENT REGIME FOR PATIENTS | July 2021 | February 2024 | Abandon | 31 | 1 | 0 | No | No |
| 17363737 | DATABASE GATEWAY WITH MACHINE LEARNING MODEL | June 2021 | April 2024 | Allow | 34 | 3 | 0 | Yes | No |
| 17347767 | SYSTEM TO DETERMINE A CREDIBILITY WEIGHTING FOR ELECTRONIC RECORDS | June 2021 | August 2023 | Allow | 26 | 2 | 0 | No | No |
| 17303167 | EXTRACT, TRANSFORM, LOAD MONITORING PLATFORM | May 2021 | August 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17322603 | DISCOVERING AVAILABILITY OF DIGITAL MEDIA FROM MULTIPLE SOURCES | May 2021 | December 2023 | Allow | 31 | 2 | 0 | Yes | Yes |
| 17241144 | SMART DATA QUALITY PROTOCOLS | April 2021 | October 2023 | Allow | 30 | 3 | 0 | Yes | No |
| 17235596 | ALERT-BASED LEARNING FOR MULTI-DIMENSIONAL DATA PROCESSING | April 2021 | January 2024 | Allow | 33 | 3 | 0 | No | No |
| 17219348 | METHODS AND SYSTEMS FOR NEW DATA STORAGE AND MANAGEMENT SCHEME FOR MEDICAL IMAGING SOLUTIONS | March 2021 | May 2025 | Abandon | 50 | 6 | 0 | Yes | No |
| 17213716 | AUTOMATIC CONVERSION OF DATA WITHIN DATA PIPELINE | March 2021 | May 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17192460 | SEARCH EXPERIENCE MANAGEMENT SYSTEM | March 2021 | December 2025 | Allow | 57 | 8 | 0 | Yes | No |
| 17270100 | FORMATTING VIEWS USING TRANSFORMER PLUGINS | February 2021 | February 2024 | Abandon | 35 | 1 | 0 | No | No |
| 17177018 | PARTIAL FILE RESTORE IN A DATA STORAGE SYSTEM | February 2021 | January 2023 | Abandon | 23 | 1 | 0 | No | No |
| 17138006 | MACHINE LEARNING FOR CLUSTERING UNSTRUCTURED DATA | December 2020 | April 2025 | Allow | 51 | 6 | 0 | Yes | No |
| 17122558 | SYSTEM, METHOD, AND APPARATUS FOR COLLECTING AND ANALYZING PHYSIOLOGIC, MEDICAL, AND PSYCHOMETRIC DATA IN SUPPORT OF CLINICAL DECISION MAKING | December 2020 | June 2023 | Abandon | 30 | 1 | 0 | No | No |
| 17076164 | SYSTEM AND METHOD FOR RANKING OF DATABASE TABLES FOR USE WITH EXTRACT, TRANSFORM, LOAD PROCESSES | October 2020 | January 2025 | Allow | 51 | 5 | 0 | Yes | No |
| 17038691 | AUTOMATIC TRANSFORMATION OF TIME SERIES DATA AT INGESTION | September 2020 | September 2024 | Abandon | 47 | 5 | 0 | Yes | No |
| 17031161 | BACKUP TASK PROCESSING IN A DATA STORAGE SYSTEM | September 2020 | April 2023 | Allow | 30 | 2 | 0 | Yes | No |
| 16987604 | METHOD AND SYSTEM FOR PARALLELIZING BACKUP GENERATION OPERATIONS USING PSEUDO-ASSET BACKUPS | August 2020 | July 2022 | Allow | 23 | 3 | 0 | No | No |
| 16983785 | REPORT MANAGEMENT SYSTEM | August 2020 | September 2023 | Abandon | 38 | 2 | 0 | Yes | No |
| 16944250 | PEER-TO-PEER GLOBAL NAMESPACE FOR STORAGE SYSTEM METADATA FEDERATIONS | July 2020 | December 2023 | Allow | 40 | 4 | 0 | Yes | No |
| 16941636 | PAIR SELECTION FOR ENTITY RESOLUTION ANALYSIS | July 2020 | June 2025 | Abandon | 58 | 4 | 0 | Yes | Yes |
| 16940415 | METHOD AND SYSTEM FOR PERFORMING REAL-TIME DATA VALIDATION | July 2020 | July 2023 | Allow | 35 | 3 | 0 | No | No |
| 16934698 | SYSTEM AND SEMI-SUPERVISED METHODOLOGY FOR PERFORMING MACHINE DRIVEN ANALYSIS AND DETERMINATION OF INTEGRITY DUE DILIGENCE RISK ASSOCIATED WITH THIRD PARTY ENTITIES AND ASSOCIATED INDIVIDUALS AND STAKEHOLDERS | July 2020 | October 2024 | Allow | 51 | 6 | 0 | Yes | No |
| 16901290 | EXTRACTING AND POSTING DATA FROM AN UNSTRUCTURED DATA FILE | June 2020 | July 2024 | Abandon | 49 | 6 | 0 | Yes | No |
| 16895559 | INTELLIGENTLY IDENTIFYING THE MOST KNOWLEDGABLE PERSON BASED ON MULTIPLE DATA SOURCE INPUTS | June 2020 | May 2024 | Abandon | 47 | 6 | 0 | Yes | No |
| 16891715 | Metadata Visualization | June 2020 | November 2023 | Abandon | 41 | 6 | 0 | Yes | Yes |
| 16888796 | INTERACTIVE SUGGESTIONS FOR DIRECTED CONTENT COPY USING A DEEP LEARNING MODEL | May 2020 | April 2024 | Abandon | 46 | 6 | 0 | Yes | No |
| 16765946 | INTELLIGENT QUESTION AND ANSWER METHOD AND DEVICE | May 2020 | July 2023 | Abandon | 38 | 2 | 0 | No | No |
| 16876304 | Automatic Human-emulative Document Analysis | May 2020 | March 2022 | Allow | 22 | 0 | 0 | No | No |
| 16866844 | PASSIVE HEIGHTENED NEED PREDICTION | May 2020 | August 2024 | Allow | 51 | 6 | 0 | Yes | No |
| 16867012 | SYSTEMS AND METHODS FOR COMBINING MODEL INTERPRETERS | May 2020 | October 2024 | Allow | 53 | 6 | 0 | Yes | Yes |
| 16865465 | Workload-Oriented Prediction of Response Times of Storage Systems | May 2020 | January 2024 | Allow | 44 | 4 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HARMON, COURTNEY N.
With a 45.5% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 37.6% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
✓ Appeals to PTAB show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner HARMON, COURTNEY N works in Art Unit 2159 and has examined 337 patent applications in our dataset. With an allowance rate of 59.6%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 43 months.
Examiner HARMON, COURTNEY N's allowance rate of 59.6% places them in the 20% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by HARMON, COURTNEY N receive 4.13 office actions before reaching final disposition. This places the examiner in the 98% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by HARMON, COURTNEY N is 43 months. This places the examiner in the 16% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +10.2% benefit to allowance rate for applications examined by HARMON, COURTNEY N. This interview benefit is in the 43% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 12.5% of applications are subsequently allowed. This success rate is in the 7% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.
This examiner enters after-final amendments leading to allowance in 14.7% of cases where such amendments are filed. This entry rate is in the 16% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.
When applicants request a pre-appeal conference (PAC) with this examiner, 71.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 59% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 72.2% of appeals filed. This is in the 60% percentile among all examiners. Of these withdrawals, 35.1% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.
When applicants file petitions regarding this examiner's actions, 48.0% are granted (fully or in part). This grant rate is in the 43% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 11% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 12% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.